/Janatahack-Customer-Segmentation

Customer segmentation is the practice of dividing a customer base into groups of individuals that are similar in specific ways relevant to marketing, such as age, gender, interests and spending habits. Companies employing customer segmentation operate under the fact that every customer is different and that their marketing efforts would be better served if they target specific, smaller groups with messages that those consumers would find relevant and lead them to buy something. Companies also hope to gain a deeper understanding of their customers' preferences and needs with the idea of discovering what each segment finds most valuable to more accurately tailor marketing materials toward that segment. This weekend, we are back with another Janatahack, this time dealing in a problem statement on customer segmentation. Stay tuned and make the maximum out of this learning opportunity.

Primary LanguageJupyter Notebook

Best PUBLIC Score 0.94952380952381 gave Best PRIVATE Score 0.95117311

Public LeaderBoard Rank - 44 | Private LeaderBoard Rank - 6 | Moved Up 38 Places - Happy to build a Generalised Model :-)

Friends Interested in Hackathons can contact me at - https://www.linkedin.com/in/%E2%99%94-vetrivel-ps-%E2%99%94-456b3b73/ | Follow me for Kaggle Notebooks - https://www.kaggle.com/vetrirah/notebooks

Code is an update of Pulkit's Code - https://www.linkedin.com/in/pulkitmehta1985/ - He is Kaggle Expert you can follow him here - https://www.kaggle.com/pulkitmehtawork1985

Janatahack-Customer-Segmentation

Customer segmentation is the practice of dividing a customer base into groups of individuals that are similar in specific ways relevant to marketing, such as age, gender, interests and spending habits. Companies employing customer segmentation operate under the fact that every customer is different and that their marketing efforts would be better served if they target specific, smaller groups with messages that those consumers would find relevant and lead them to buy something. Companies also hope to gain a deeper understanding of their customers' preferences and needs with the idea of discovering what each segment finds most valuable to more accurately tailor marketing materials toward that segment. This weekend, we are back with another Janatahack, this time dealing in a problem statement on customer segmentation. Stay tuned and make the maximum out of this learning opportunity.

An automobile company has plans to enter new markets with their existing products (P1, P2, P3, P4 and P5). After intensive market research, they’ve deduced that the behavior of new market is similar to their existing market.

In their existing market, the sales team has classified all customers into 4 segments (A, B, C, D ). Then, they performed segmented outreach and communication for different segment of customers. This strategy has work exceptionally well for them. They plan to use the same strategy on new markets and have identified 2627 new potential customers.

You are required to help the manager to predict the right group of the new customers.